{"id":"W2045979599","doi":"10.1371/journal.pone.0046723","title":"Social Participation, Social Environment and Death Ideations in Later Life","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"National Institute on Aging; European Commission","keywords":"Psychology; Depression (economics); Logistic regression; Clinical psychology; Gerontology; Demography; Psychiatry; Medicine; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051928,0.000255869,0.000174582,0.0008223546,0.000223906,0.000493477,0.0001960164,0.0003131477,0.002220374],"category_scores_gemma":[0.002325346,0.00009050959,0.0003827725,0.0005399997,0.0003178483,0.0002954023,0.0006106758,0.0003796365,0.0001917651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466508,"about_ca_system_score_gemma":0.0001671778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326947,"about_ca_topic_score_gemma":0.003153826,"domain_scores_codex":[0.999602,0.0001793939,0.00003558294,0.00004318482,0.00006629927,0.00007356599],"domain_scores_gemma":[0.99822,0.0003225478,0.000893668,0.00006937611,0.00012044,0.0003739961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005521167,0.00005909427,0.9975847,0.00001551562,0.00005800149,0.0000461191,0.0001635214,0.00002745506,0.00007741047,0.00001380618,0.00002959207,0.001869544],"study_design_scores_gemma":[0.000001496377,0.00007054756,0.9995908,0.00000740395,0.000008198467,0.00005954052,0.0001487369,0.00003316382,0.00001363217,0.00001188047,0.00005350045,0.000001057191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993283,0.0002916249,0.00002617603,0.00003518754,0.000002600029,0.000003202394,0.00008801647,0.000001157182,0.000223699],"genre_scores_gemma":[0.9996961,0.0000975984,0.00002247792,0.000005666931,0.000004427124,0.000002637938,0.00007820586,3.066112e-7,0.00009259927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326947,"threshold_uncertainty_score":0.007427871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489714605298034,"score_gpt":0.334650244616794,"score_spread":0.1856787840869906,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}